Human mobility behavior in COVID-19: A systematic literature review and bibliometric analysis
F Benita - Sustainable Cities and Society, 2021 - Elsevier
This article maps the scientific literature in human mobility behavior in the context of the
current pandemic. Through bibliometrics, we analyze the content of published scientific …
current pandemic. Through bibliometrics, we analyze the content of published scientific …
Smart literature review: a practical topic modelling approach to exploratory literature review
Manual exploratory literature reviews should be a thing of the past, as technology and
development of machine learning methods have matured. The learning curve for using …
development of machine learning methods have matured. The learning curve for using …
Stereoty** Norwegian salmon: An inventory of pitfalls in fairness benchmark datasets
Auditing NLP systems for computational harms like surfacing stereotypes is an elusive goal.
Several recent efforts have focused on benchmark datasets consisting of pairs of contrastive …
Several recent efforts have focused on benchmark datasets consisting of pairs of contrastive …
Word embeddings: What works, what doesn't, and how to tell the difference for applied research
Word embeddings are becoming popular for political science research, yet we know little
about their properties and performance. To help scholars seeking to use these techniques …
about their properties and performance. To help scholars seeking to use these techniques …
Measurement and fairness
We propose measurement modeling from the quantitative social sciences as a framework for
understanding fairness in computational systems. Computational systems often involve …
understanding fairness in computational systems. Computational systems often involve …
Who leads? Who follows? Measuring issue attention and agenda setting by legislators and the mass public using social media data
Are legislators responsive to the priorities of the public? Research demonstrates a strong
correspondence between the issues about which the public cares and the issues addressed …
correspondence between the issues about which the public cares and the issues addressed …
Applying LDA topic modeling in communication research: Toward a valid and reliable methodology
Latent Dirichlet allocation (LDA) topic models are increasingly being used in communication
research. Yet, questions regarding reliability and validity of the approach have received little …
research. Yet, questions regarding reliability and validity of the approach have received little …
Text as data
An ever-increasing share of human interaction, communication, and culture is recorded as
digital text. We provide an introduction to the use of text as an input to economic research …
digital text. We provide an introduction to the use of text as an input to economic research …
Abductive coding: Theory building and qualitative (re) analysis
L Vila-Henninger, C Dupuy… - Sociological …, 2024 - journals.sagepub.com
Qualitative secondary analysis has generated heated debate regarding the epistemology of
qualitative research. We argue that shifting to an abductive approach provides a fruitful …
qualitative research. We argue that shifting to an abductive approach provides a fruitful …
Social data: Biases, methodological pitfalls, and ethical boundaries
Social data in digital form—including user-generated content, expressed or implicit relations
between people, and behavioral traces—are at the core of popular applications and …
between people, and behavioral traces—are at the core of popular applications and …